Hey everyone, Paul here. I wanted to share where I'm at and lean on the collective brain in this room. By day I'm a clinical data science lead in pharma - the kind of role where my "job description" is basically a small anthology. I'm across clinical data management, EDC builds, protocol and CRF work, SDTM datasets, sponsor interactions, and a lot of cross-functional fire-fighting. It's a mission-driven organization and I care a lot about the work. On top of that, I'm trying to really learn the sponsor management side of the industry while leveling up on AI/ML and agentic workflows so I can bring more structure and leverage into our development programs. Here's the honest part: I'm genuinely excited about all of it. The possibilities feel huge. I'm also struggling to focus, and I've gotten a bit gun-shy about shipping my first real ICM build. I've been playing with a bunch of ideas, drafting files, sketching workflows, and spinning up partial architectures... but I keep stalling right before I commit to, "this is the first build I'm going to ship and actually use." It's not lack of interest. It's that my world is wide, and every time I pick one use case, ten others raise their hand. Then I start second-guessing whether I chose the "right" one. I see how people here go from foundations to real systems, and it's both inspiring and a little intimidating. So instead of staying in my own head, I'd love to ask directly: Q: What actually keeps you focused when your work covers a lot of ground? (Vote below, and share more in the comments!)

So this one is the ultimate Clief Notes community bringing disparate threads together post. So reader, consider this your warning upfront. @Alyshia Perri and I were talking and she was keen to get feedback on her entry in the coach competition. I tried to do that in DM to begin with, and then realised I was babbling. I asked her permission to fork it and make my edits so I could *show* her what I was trying to describe and she gave me that permission. None of the rest of this happens without her and she also gave me permission to post this. So here’s a brave woman who’s willing to let me link to a repo showing how I messed with her baby because I couldn’t find better words for the teaching. Please tell her how awesome she is, because that is *gutsy*. One of the coaching offerings in this repo was “board mode” which runs an idea past three different perspectives, each with a different agenda and angle of attack to help the user. I’m going to be upfront and say these sorts of mechanics in AI are generally not to my taste for a bunch of reasons. I don’t think they are effective, let’s keep it to that. But on my mind was the recent podcast by @Curtis Hays and @Brooke Hays showing the impact of using Jungian thinking archetypes / Myers-Briggs profiles to genuinely give the way agents approach things different flavours. What I did: - I got the model to do a sub-agent pass first using the roles as written - I took the three roles as stated and identified which profiles applied to these roles from my point of view - the skeptical stakeholder got “ESTJ”, the peer who has been burned got “ISFJ”, future self got “INFJ”. Then we did it again and compared the outputs - I added two new roles that I felt were missing - the logic stress tester (INTP) and the values-holder (INFP) - I felt off the results of these that Amund as the synthesiser was missing a trick. I tried two separate synthesis passes (over the first rounds, the second round, and all five together) - one using an ENFJ synthesiser and another using an INTJ one.

Hi, I was wondering if someone can explain if there is a difference between having a file structure in VSCode or in Obsidian It seems to me that they accomplish the same thing, or am I missing something?